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Bayesian Optimization

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Showing 351–375 of 1900 papers

TitleStatusHype
MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System—0
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization—0
On the Data-Driven Modeling of Price-Responsive Flexible Loads: Formulation and Algorithm—0
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?—0
Improving Oil Slick Trajectory Simulations with Bayesian Optimization—0
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process ModelsCode0
Constrained multi-fidelity Bayesian optimization with automatic stop condition—0
PABBO: Preferential Amortized Black-Box OptimizationCode0
Predicting Cascading Failures in Power Systems using Machine Learning—0
A physics-informed Bayesian optimization method for rapid development of electrical machines—0
Few-shot crack image classification using clip based on bayesian optimization—0
Tuning-Free Structured Sparse PCA via Deep Unfolding NetworksCode0
ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model—0
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems—0
Bayesian Optimization for Controlled Image Editing via LLMs—0
Maximizing Spectrum Efficiency of Data-Carrying Reference Signals via Bayesian Optimization—0
An Adversarial Analysis of Thompson Sampling for Full-information Online Learning: from Finite to Infinite Action Spaces—0
Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter DesignsCode0
Universal Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery—0
Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions—0
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization—0
Assessing the impacts of tradable credit schemes through agent-based simulation—0
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective—0
A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit—0
Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space—0
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